Representation Learning

PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders ICLR 2025 PhysDiff: Physiology-based Dynamicity Disentangled Diffusion Model for Remote Physiological Measurement AAAI 2025 Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025 PICASO: Permutation-Invariant Context Composition with State Space Models ICLR 2025 PicoPose: Progressive Pixel-to-Pixel Correspondence Learning for Novel Object Pose Estimation CoRL 2025 Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis EMNLP 2025 PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations ICLR 2025 PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots WACV 2025 Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models ICML 2025 Pix2Poly: A Sequence Prediction Method for End-to-End Polygonal Building Footprint Extraction from Remote Sensing Imagery WACV 2025 PixSwap: High-Resolution Face Swapping for Effective Reflection of Identity via Pixel-Level Supervision with Synthetic Paired Dataset WACV 2025 Planning-Aware Code Infilling via Horizon-Length Prediction EMNLP 2025 Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025 PLAN: Proactive Low-Rank Allocation for Continual Learning ICCV 2025 PledgeTracker: A System for Monitoring the Fulfilment of Pledges EMNLP 2025 Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025 Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025 POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning AAAI 2025 Point Cloud Dataset Distillation ICML 2025 Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025 Point Cloud Upsampling Using Conditional Diffusion Module with Adaptive Noise Suppression CVPR 2025 Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025 Point-Level Topological Representation Learning on Point Clouds ICML 2025 PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025 Point Policy: Unifying Observations and Actions with Key Points for Robot Manipulation CoRL 2025